| Nonnegative tensor CP decomposition of hyperspectral data MA Veganzones, JE Cohen, RC Farias, J Chanussot, P Comon IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2577-2588, 2015 | 111 | 2015 |
| Exploring multimodal data fusion through joint decompositions with flexible couplings RC Farias, JE Cohen, P Comon IEEE Transactions on Signal Processing 64 (18), 4830-4844, 2016 | 61 | 2016 |
| Fast Decomposition of Large Nonnegative Tensors JE Cohen, RC Farias, P Comon IEEE Signal Processing Letters 22 (7), 862-866, 2015 | 60 | 2015 |
| Nonnegative PARAFAC2: A flexible coupling approach JE Cohen, R Bro International Conference on Latent Variable Analysis and Signal Separation …, 2018 | 31 | 2018 |
| Performance estimation for tensor CP decomposition with structured factors M Boizard, R Boyer, G Favier, JE Cohen, P Comon 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 22 | 2015 |
| Dictionary-based tensor canonical polyadic decomposition JE Cohen, N Gillis IEEE Transactions on Signal Processing 66 (7), 1876-1889, 2017 | 18 | 2017 |
| About Notations in Multiway Array Processing JE Cohen arxiv preprint arXiv:1511.01306, 2015 | 17 | 2015 |
| Handling negative patterns for fast single-pixel lifetime imaging AL Mur, M Ochoa, JE Cohen, X Intes, N Ducros Molecular-Guided Surgery: Molecules, Devices, and Applications V 10862, 16-25, 2019 | 16 | 2019 |
| Environmental multiway data mining JE Cohen Université Grenoble-Alpes, 2016 | 14 | 2016 |
| Correcting inner filter effects, a non multilinear tensor decomposition method JE Cohen, P Comon, X Luciani Chemometrics and Intelligent Laboratory Systems 150, 29-40, 2015 | 13 | 2015 |
| Multilinear spectral unmixing of hyperspectral multiangle images MA Veganzones, JE Cohen, RC Farias, R Marrero, J Chanussot, ... | 13 | 2015 |
| Exact sparse nonnegative least squares N Nadisic, A Vandaele, N Gillis, JE Cohen ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |
| Learning tensor-structured dictionaries with application to hyperspectral image denoising CF Dantas, JE Cohen, R Gribonval 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 12 | 2019 |
| Learning fast dictionaries for sparse representations using low-rank tensor decompositions CF Dantas, JE Cohen, R Gribonval Latent Variable Analysis and Signal Separation: 14th International …, 2018 | 12 | 2018 |
| Joint decompositions with flexible couplings RC Farias, JE Cohen, C Jutten, P Comon | 12* | |
| A flexible optimization framework for regularized matrix-tensor factorizations with linear couplings C Schenker, JE Cohen, E Acar IEEE Journal of Selected Topics in Signal Processing 15 (3), 506-521, 2020 | 11 | 2020 |
| Nonnegative low-rank sparse component analysis JE Cohen, N Gillis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 11 | 2019 |
| Uncovering audio patterns in music with nonnegative tucker decomposition for structural segmentation A Marmoret, JE Cohen, N Bertin, F Bimbot arXiv preprint arXiv:2104.08580, 2021 | 10 | 2021 |
| Very low bitrate spatial audio coding with dimensionality reduction C Rohlfing, JE Cohen, A Liutkus 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 10 | 2017 |
| PARAFAC2 AO-ADMM: Constraints in all modes M Roald, C Schenker, JE Cohen, E Acar 2021 29th European Signal Processing Conference (EUSIPCO), 1040-1044, 2021 | 9 | 2021 |
Pierre ComonCNRSVerified email at gipsa-lab.fr
